Study on the use of Microsoft Kinect for robotics applications

Riyad A. El-laithy, Jidong Huang, M. Yeh
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引用次数: 206

Abstract

The Microsoft X-Box Kinect Sensor is a revolutionary new depth camera that is used in the gaming industry to capture motions of people and players efficiently using the technology of an RGB camera and infrared camera to differentiate depth. In the Microsoft X-Box, Kinect was used to sense 3D perception of human's motions. It can also be used for robotic applications, precisely for indoor navigation through the process of reverse engineering. Certain software packages were made available and are open source from “LibFreenect” for Linux machines, Microsoft's Kinect SDK using the Kinect namespace on Visual Studio 2010 Express (C++, C# or Visual Basic), and Google's released “Robotic Operating System (ROS)”. In order to claim that this sensor is capable of taking on such a task, we must be able to investigate thoroughly all factors that contribute to this and at the same time we must be able to understand its limitations to be applied and integrated properly with certain types of robots for accomplishing our purpose of achieving successful indoor navigation using proper algorithms. In this paper, the results from testing the Kinect sensor on an autonomous ground vehicle was given.
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微软Kinect在机器人应用中的应用研究
微软X-Box Kinect传感器是一款革命性的新型深度相机,用于游戏行业,利用RGB相机和红外相机的技术来区分深度,有效地捕捉人和玩家的动作。在微软的X-Box中,Kinect被用来感知人类动作的3D感知。它也可以用于机器人应用,通过逆向工程的过程精确地用于室内导航。LibFreenect为Linux机器提供了一些开源软件包,微软的Kinect SDK使用Visual Studio 2010 Express上的Kinect命名空间(c++、c#或Visual Basic),以及谷歌发布的“机器人操作系统(ROS)”。为了声称这种传感器能够承担这样的任务,我们必须能够彻底调查促成这一点的所有因素,同时我们必须能够理解它的局限性,以便与某些类型的机器人适当地应用和集成,以实现我们使用适当算法实现成功室内导航的目的。本文给出了Kinect传感器在自主地面车辆上的测试结果。
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